Lung Cancer Prediction Using Neural Network Ensemble with Histogram of Oriented Gradient Genomic Features

Table 10

Result of base classifiers in the MLP-ANN ensemble using HOG genomic samples.

Base MLP-ANN	MSE	Accuracy (%)
1	0.0170	95.9
2	0.0118	97.9
3	0.0232	94.8
4	0.0107	97.9
5	0.0088	97.9
6	0.0193	94.8
7	0.0215	95.3
8	0.0206	94.8
9	0.0157	95.9
10	0.0197	94.8
11	0.0165	95.9
12	0.0222	94.8
Total	0.1905	1150.7
Average	0.0159	95.9